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首页> 外文期刊>Journal of Computing and Information Science in Engineering >Understanding Communication and Collaboration in Social Product Development Through Social Network Analysis
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Understanding Communication and Collaboration in Social Product Development Through Social Network Analysis

机译:通过社交网络分析了解社交产品开发中的沟通与协作

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Social media have recently been introduced into the arena of collaborative design as a new means for seamlessly gathering, processing, and sharing product design-related information. As engineering design processes are becoming increasingly distributed and collaborative, it is crucial to understand the communication and collaboration mechanism of engineers participating in such dispersed engineering processes. In particular, mapping initially disconnected design individuals and teams into an explicit social network is challenging. The objective of this paper is to propose a generic framework for investigating communication and collaboration mechanisms in social media-supported engineering design environments. Specifically, we propose an approach for measuring tie strengths in the context of distributed and collaborative design. We transform an implicit design network into an explicit and formal social network based on specific indices of tie strengths. We visualize the process of transforming customer needs to functional requirements, to design parameters, and to process variables using social network analysis (SNA). Specifically, by utilizing a specific index for tie strengths, we can quantitatively measure tie strengths in a design network. Based on the tie strengths, we can map an implicit design network into an explicit social network. Further, using the typical measures (e.g., centrality and cluster coefficient) in SNA, we can analyze the social network at both actor and systems levels and detect design communities with common design interests. We demonstrate the applicability of the framework by means of two examples. The contribution in this paper is a systematic and formal approach that helps gain new insights into communication and collaboration mechanisms in distributed and collaborative design.
机译:社交媒体最近已被引入协作设计领域,作为一种无缝收集,处理和共享与产品设计相关的信息的新手段。随着工程设计过程越来越分散和协作,了解参与这种分散工程过程的工程师的沟通和协作机制至关重要。尤其是,将最初脱节的设计人员和团队映射到一个明确的社交网络非常困难。本文的目的是提出一个通用框架,以研究社交媒体支持的工程设计环境中的通信和协作机制。具体来说,我们提出了一种在分布式和协作设计的情况下测量领带强度的方法。我们根据联系强度的特定指标将隐式设计网络转换为显式和正式的社交网络。我们使用社交网络分析(SNA)可视化将客户需求转换为功能需求,设计参数以及处理变量的过程。具体而言,通过利用特定的领带强度指标,我们可以定量地测量设计网络中的领带强度。基于联系的优势,我们可以将隐式设计网络映射到显式社交网络。此外,使用SNA中的典型指标(例如中心性和聚类系数),我们可以在参与者和系统级别分析社交网络,并检测具有共同设计兴趣的设计社区。我们通过两个示例演示该框架的适用性。本文的贡献是一种系统化的形式化方法,有助于获得对分布式和协作设计中的沟通和协作机制的新见解。

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